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10 search results found

Bayesian Neural Networks ⭐ 1,633

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

Fortuna ⭐ 824

A Library for Uncertainty Quantification.

Bayesian dessert for Lasagne

Sandia Uncertainty Quantification Toolkit

Code for "Depth Uncertainty in Neural Networks" (https://arxiv.org/abs/2006.08437)

Bayesian Neural Networks Reading List ⭐ 16

A primer on Bayesian Neural Networks. The aim of this reading list is to facilitate the entry of new researchers into the field of Bayesian Deep Learning, by providing an overview of key papers. More details: "A Primer on Bayesian Neural Networks: Review and Debates"

Deep Bayesian Self Training ⭐ 7

Deep Bayesian Self-Training [official implementation]

Arch_uncert ⭐ 6

Code for "Variational Depth Search in ResNets" (https://arxiv.org/abs/2002.02797)

Bayesiandeeplearning ⭐ 6

Overview of Bayesian Deep Learning

Plausible Uncertainties ⭐ 5

Methods used in the paper "Plausible Uncertainties for Human Pose Regression".

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Python Bayesian Inference (303)

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